Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kimball Methodology over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 572 532 618
Rank change year-on-year -40 +86 -67
Permanent jobs citing Kimball Methodology 280 328 320
As % of all permanent IT jobs advertised in London 0.37% 0.44% 0.36%
As % of the Processes & Methodologies category 0.41% 0.48% 0.40%
Number of salaries quoted 188 299 256
London median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - -
10th Percentile £43,000 £42,500 £39,625
90th Percentile £77,875 £83,750 £77,500
England median annual salary £50,000 £53,500 £52,500
% change year-on-year -6.54% +1.90% -4.55%

Kimball Methodology is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68869 67817 79798
As % of all permanent IT jobs advertised in London 91.63% 90.61% 89.56%
Number of salaries quoted 52972 58374 67234
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Kimball Methodology
Job Vacancy Trend in London

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in London.

Job vacancy trend for Kimball Methodology in London

Kimball Methodology
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kimball Methodology in London.

Salary trend for Kimball Methodology in London

Kimball Methodology
Salary Histogram in London

The salary distribution of IT jobs citing Kimball Methodology in London over the 6 months to 20 November 2017.

Salary histogram for Kimball Methodology in London

Kimball Methodology
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the London region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -56 51 £57,500 -4.17% 4
South London +7 5 £65,000 -7.14%
West London +7 5 £27,500 -38.89%
East London +5 4 £62,500 +38.89%
North London +2 3 £58,500 +6.36% 1
Kimball Methodology
England

For the 6 months to 20 November 2017, IT jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Kimball Methodology.

1 248 (88.57%) Data Warehouse
2 235 (83.93%) SQL
3 215 (76.79%) Business Intelligence
4 209 (74.64%) SQL Server
5 193 (68.93%) SQL Server Integration Services
6 190 (67.86%) ETL
7 174 (62.14%) SQL Server Analysis Services
8 141 (50.36%) SQL Server Reporting Services
9 121 (43.21%) OLAP
10 120 (42.86%) Microsoft
11 115 (41.07%) T-SQL
12 108 (38.57%) Dimensional Modelling
13 99 (35.36%) Agile Software Development
14 94 (33.57%) MDX
15 87 (31.07%) Power BI
16 82 (29.29%) Finance
17 72 (25.71%) Tableau
18 69 (24.64%) Analytics
18 69 (24.64%) Data Modelling
19 65 (23.21%) Oracle
20 64 (22.86%) OLAP Cube
21 61 (21.79%) Performance Tuning
22 60 (21.43%) PL/SQL
22 60 (21.43%) QlikView
23 59 (21.07%) Relational Database
24 57 (20.36%) Scrum
25 55 (19.64%) Data Quality
26 53 (18.93%) Big Data
27 50 (17.86%) Microsoft Azure
28 49 (17.50%) SQL Server 2012

Kimball Methodology
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 22 (7.86%) SharePoint
2 15 (5.36%) Apache Spark
3 8 (2.86%) Apache
4 7 (2.50%) CMS
4 7 (2.50%) Sitecore CMS
5 5 (1.79%) SAS
6 1 (0.36%) MS Exchange
Applications
1 4 (1.43%) Microsoft Excel
2 1 (0.36%) Microsoft Office
2 1 (0.36%) MS Visio
2 1 (0.36%) SPSS
Business Applications
1 8 (2.86%) Salesforce.com CRM
2 1 (0.36%) Dynamics AX
2 1 (0.36%) Dynamics CRM
2 1 (0.36%) Dynamics NAV
Cloud Services
1 50 (17.86%) Microsoft Azure
2 14 (5.00%) Amazon AWS
3 6 (2.14%) Office 365
4 5 (1.79%) Cloud Computing
5 3 (1.07%) Amazon EC2
5 3 (1.07%) Amazon S3
5 3 (1.07%) GitHub
5 3 (1.07%) Mimecast
6 2 (0.71%) Amazon Kinesis
6 2 (0.71%) PaaS
6 2 (0.71%) SaaS
7 1 (0.36%) Amazon EMR
7 1 (0.36%) AWS Lambda
7 1 (0.36%) Data Lake Analytics
7 1 (0.36%) Serverless
Communications & Networking
1 2 (0.71%) FTP
Database & Business Intelligence
1 248 (88.57%) Data Warehouse
2 209 (74.64%) SQL Server
3 193 (68.93%) SQL Server Integration Services
4 174 (62.14%) SQL Server Analysis Services
5 141 (50.36%) SQL Server Reporting Services
6 121 (43.21%) OLAP
7 87 (31.07%) Power BI
8 64 (22.86%) OLAP Cube
9 60 (21.43%) QlikView
10 59 (21.07%) Relational Database
11 53 (18.93%) Big Data
12 49 (17.50%) SQL Server 2012
13 46 (16.43%) SQL Server 2008
14 39 (13.93%) Oracle OLAP
15 38 (13.57%) Microsoft Analysis Services
16 36 (12.86%) OLTP
17 34 (12.14%) SQL Server 2016
17 34 (12.14%) Star Schema
18 30 (10.71%) Enterprise Data Warehouse
18 30 (10.71%) Hadoop
Development Applications
1 20 (7.14%) Team Foundation Server
2 9 (3.21%) Subversion
3 7 (2.50%) JIRA
3 7 (2.50%) Octopus Deploy
3 7 (2.50%) Visual Studio
4 4 (1.43%) ERwin
4 4 (1.43%) Jenkins
4 4 (1.43%) Talend Open Studio
5 3 (1.07%) Git (software)
6 2 (0.71%) SQL Server Management Studio (SSMS)
6 2 (0.71%) TeamCity
7 1 (0.36%) Atlassian Bamboo
7 1 (0.36%) Cucumber
7 1 (0.36%) JUnit
7 1 (0.36%) Toad
7 1 (0.36%) VSS/SourceSafe
General
1 82 (29.29%) Finance
2 38 (13.57%) Banking
3 34 (12.14%) Marketing
4 22 (7.86%) Advertising
5 11 (3.93%) Publishing
5 11 (3.93%) Retail Banking
6 9 (3.21%) Retail
7 8 (2.86%) Front Office
8 7 (2.50%) Games
8 7 (2.50%) Investment Banking
9 3 (1.07%) Legal
10 2 (0.71%) Back Office
11 1 (0.36%) Electronics
11 1 (0.36%) Pharmaceutical
11 1 (0.36%) Telecoms
Job Titles
1 177 (63.21%) Developer
2 93 (33.21%) Business Intelligence Developer
3 74 (26.43%) SQL Developer
4 59 (21.07%) Data Warehouse Developer
5 45 (16.07%) ETL Developer
6 38 (13.57%) SSIS Developer
7 34 (12.14%) Oracle Developer
8 31 (11.07%) Oracle Data Warehouse Developer
9 29 (10.36%) Business Developer
10 27 (9.64%) SQL Server Developer
11 25 (8.93%) SSRS Developer
12 23 (8.21%) SQL BI Developer
12 23 (8.21%) SSAS Developer
13 22 (7.86%) Analyst
13 22 (7.86%) Architect
14 21 (7.50%) Data Warehouse Analyst
15 20 (7.14%) Microsoft Developer
16 19 (6.79%) Business Analyst
16 19 (6.79%) Data Architect
16 19 (6.79%) Data Warehouse Business Analyst
Libraries, Frameworks & Software Standards
1 94 (33.57%) MDX
2 38 (13.57%) Web Services
3 36 (12.86%) .NET
4 31 (11.07%) XML
5 16 (5.71%) Oracle GoldenGate
6 13 (4.64%) JSON
7 7 (2.50%) XSD
8 5 (1.79%) REST
8 5 (1.79%) SOAP
8 5 (1.79%) WSDL
8 5 (1.79%) XML Messaging
9 4 (1.43%) .NET Framework
10 2 (0.71%) D3.js
10 2 (0.71%) Kafka
11 1 (0.36%) AngularJS
11 1 (0.36%) CSS
11 1 (0.36%) Django
11 1 (0.36%) Highcharts JS
11 1 (0.36%) RESTful
11 1 (0.36%) Spring
Miscellaneous
1 26 (9.29%) Analytical Skills
1 26 (9.29%) Replication
2 11 (3.93%) Enterprise Software
3 10 (3.57%) Data Structures
4 9 (3.21%) Greenfield Project
5 5 (1.79%) Computer Science
5 5 (1.79%) Credit Risk
5 5 (1.79%) Equities
6 3 (1.07%) Foreign Exchange (FX)
6 3 (1.07%) NHS
7 2 (0.71%) Fintech
7 2 (0.71%) Management Information System
8 1 (0.36%) iPhone
8 1 (0.36%) Market Risk
8 1 (0.36%) Virtual Team
Operating Systems
1 18 (6.43%) Linux
2 7 (2.50%) Unix
3 1 (0.36%) Windows
3 1 (0.36%) Windows Server 2008
3 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 215 (76.79%) Business Intelligence
2 190 (67.86%) ETL
3 108 (38.57%) Dimensional Modelling
4 99 (35.36%) Agile Software Development
5 69 (24.64%) Analytics
5 69 (24.64%) Data Modelling
6 61 (21.79%) Performance Tuning
7 57 (20.36%) Scrum
8 40 (14.29%) ETL Development
9 39 (13.93%) Data Management
9 39 (13.93%) Inmon Methodology
10 38 (13.57%) Visualisation
11 35 (12.50%) Migration
12 32 (11.43%) Data Visualisation
13 29 (10.36%) Database Tuning
14 27 (9.64%) CRM
15 25 (8.93%) Mentoring
16 23 (8.21%) Data Transformation
17 21 (7.50%) Data Integration
17 21 (7.50%) User Stories
Programming Languages
1 235 (83.93%) SQL
2 115 (41.07%) T-SQL
3 60 (21.43%) PL/SQL
4 28 (10.00%) C#
5 26 (9.29%) Data Analysis Expressions (DAX)
6 20 (7.14%) PowerShell
7 16 (5.71%) Java
7 16 (5.71%) Python
8 12 (4.29%) R
9 4 (1.43%) C
10 3 (1.07%) VB
10 3 (1.07%) VB.NET
11 2 (0.71%) Scala
11 2 (0.71%) Shell Script
12 1 (0.36%) JavaScript
12 1 (0.36%) PHP
12 1 (0.36%) SAS Macro
Qualifications
1 28 (10.00%) Degree
2 9 (3.21%) Microsoft Certification
3 8 (2.86%) MBA
4 7 (2.50%) MCITP
4 7 (2.50%) MCSE
5 2 (0.71%) Numerate Degree
6 1 (0.36%) Computer Science Degree
Quality Assurance & Compliance
1 55 (19.64%) Data Quality
2 26 (9.29%) QA
Systems Management
1 2 (0.71%) Rundeck
2 1 (0.36%) Puppet
Vendors
1 120 (42.86%) Microsoft
2 72 (25.71%) Tableau
3 65 (23.21%) Oracle
4 22 (7.86%) Cognos
5 10 (3.57%) Alteryx
5 10 (3.57%) Salesforce.com
6 7 (2.50%) RedGate
6 7 (2.50%) SAP
6 7 (2.50%) Sitecore
7 6 (2.14%) Guidewire
8 5 (1.79%) Callidus
9 4 (1.43%) Cognizant
9 4 (1.43%) Informatica
9 4 (1.43%) Talend
10 3 (1.07%) EXASOL
10 3 (1.07%) IBM
10 3 (1.07%) Netezza
11 2 (0.71%) Cisco
11 2 (0.71%) Vertica
12 1 (0.36%) MicroStrategy